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data
December 17, 2025

SAP’s David Vallejo on the New Era of Planning: From Algorithms to Data-Driven Confidence

In a rapidly evolving global supply chain landscape, SAP’s David Vallejo believes the most exciting innovations are happening in planning—and that the industry is entering a fundamentally new era. At the Gartner Supply Chain Planning Summit 2025 in Denver, Vallejo, who leads global product marketing for SAP’s supply chain portfolio, joined Scott Luton to discuss how planning is transforming, why data now sits at the center of competitiveness, and what SAP is doing to help organizations make faster, more confident decisions.   A Shift From ERP-Centric to Data-Centric Vallejo described his team’s role as one that constantly scans the market—identifying trends, customer expectations, and the problems companies will need to solve next. Those insights help shape new innovations across the SAP ecosystem. He noted that SAP has moved decisively from an ERP-centric worldview to a data-centric one. This shift is essential, he argued, because the biggest advantage in modern planning lies in having the right data—clean, connected, contextualized, and ready to drive decisions. As Vallejo put it, “It’s all about the data that I need to make better planning decisions.”   Planning Models Are No Longer Static Reflecting on how planning has evolved since he entered the field two decades…
AI warehouse optimization
February 19, 2026

Automation That Adapts: Romain Moulin of Exotec on Building Warehouses for an Uncertain Future

Uncertainty Is the New Baseline At Manifest 2026, Scott Luton spoke with Romain Moulin, CEO and co-founder of Exotec, to discuss how warehouse automation is evolving in an era defined by volatility. “The big trend of last year was uncertainty,” Romain said, reflecting on 2025’s tariffs, economic tensions, and shifting trade dynamics. “Anything that would be done needed to deal with uncertainty.” Rather than waiting for stability, companies are designing operations that assume change is constant. “Anything that is going on now must be projects that are able to reorganize themselves,” he explained. Warehouses must be robust, agile and flexible as to whatever the next disruption brings.   From Conveyors to Configurable Robotics Exotec is known for inventing 3D warehouse robots (Skypods) that move across the floor and climb racks up to 14 meters (46 feet) to retrieve totes and deliver them to operators. But beyond the visual wow factor, the real transformation is simplification. “The time of bespoke complex warehouses tailored to a very specific need is over,” Romain said. Customers are moving toward more generic, adaptable warehouses. Exotec replaces hardware complexity with intelligent software. “We don’t program the solution,” he noted. “We let the software find the best…